Description
Book Synopsis.- Natural Language Processing.
.- Capturing the Narrative: a Deep Learning Pipeline for Comics Sequences.
.- How LLMs See People.
.- Large Language Models for Interactive Machine Translation.
.- Towards Event Driven Evaluation of Surveillance Video Understanding using Natural Language.
.- Biomedical Applications.
.- A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA.
.- A Novel Deep Learning Framework for Predicting Antimicrobial Peptide Activity Using ProtBert and Neural Networks.
.- AGE US: automated gestational age estimation based on fetal ultrasound images.
.- AI-based system for assistance in minimally invasive renal procedures using Mixed Reality. First steps.
.- Continual Deep Active Learning for Medical Imaging: Replay Base Architecture for Context Adaptation.
.- Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super Resolution.
.- Exploiting Generative Models for Downstream Classification Tasks on Latent Spaces using 3D Brain MRI Scans: a Down Syndrome Case Study.
.-Informed decision making strategy for resampling in pain assessment.
.- Lightweight SwinUNETR for Hepatic Segmentation.
.- MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning.
.- Multitask Learning Approach for Foveal Avascular Zone Segmentation in OCTA Images.
.- Optimizing Medical Image Captioning with Conditional Prompt Encoding.
.- PosePilot: An Edge AI Solution for Posture Correction in Physical Exercises.
.- Prediction of 30 day hospital readmission with clinical notes and EHR information.
.- Quantum Computing in Prenatal Care: Enhancing Fetal Ultrasound Image Classification with Quantum Neural Networks.
.-Uplift modeling for treatment effect estimation in the prostate cancer treatment landscape.
.-VesselView: A CNN for Segmentation of Vessels in High Resolution Retinal Fundus Images.
.- Other Applications.
.- Analysis of Behavioral Trends in Road Traffic Accidents: A Comparative Study Among Latin America, Australia and the UK.
.- Deciphering the Silent Signals: Unveiling Frequency Importance for Wi-Fi-Based Human Pose Estimation with Explainability.
.- ECOmpress: a web tool for boosting energy efficiency through data compression.
.- Efficient Malicious UAV Detection Using Autoencoder TS Mamba Integration.
.- On the Correction of GFS Wind Speed Forecasts in Portugal Using LSTM Networks.
.- Saliency guided Emotion Modeling: Predicting Viewer Reactions from Video Stimuli.
.- Statistical Downscaling of Wind Speed in the Iberian Peninsula Using Machine Learning.
.-Towards a New Categorization of Models for Multivariate Time Series Anomaly Detection.
.- Using gait to monitor health: an experimental baseline.
.- Zipf ’s Curves of Plainchant Melodies.
